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Two‑stage hybrid network for segmentation of COVID‑19 pneumonia lesions in CT images: a multicenter study 期刊论文
Medical & Biological Engineering & Computing, 2022, 页码: 2721-2736
Authors:  Yaxin Shang;  Zechen Wei;  Hui Hui;  Xiaohu Li;  Liang Li;  Yongqiang Yu;  Ligong Lu;  Li Li;  Hongjun Li;  Qi Yang;  Meiyun Wang;  Mexiao Zhan;  Wei Wang;  Guanghao Zhang;  XIangjun Wu;  Li Wang;  Jie Liu;  Jie Tian;  Yunfei Zha
Adobe PDF(3275Kb)  |  Favorite  |  View/Download:21/6  |  Submit date:2024/06/28
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2024, 卷号: 10, 页码: 196-207
Authors:  Shang, Yaxin;  Liu, Jie;  Liu, Yanjun;  Wang, Yueqi;  Shen, Yusong;  Wu, Xiangjun;  Zhang, Liwen;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:36/0  |  Submit date:2024/05/30
Feature extraction  Imaging  Image reconstruction  Image edge detection  Frequency-domain analysis  Image restoration  Transforms  Magnetic particle imaging  X-space  transformer  deblurring  shape-preserving  
Dual Contrastive Learning with Adversarial Framework for Magnetic Particle Imaging Deblurring 会议论文
, Aachen, Germany, 2023-3-22
Authors:  Zhang, Jiaxin;  Wei, Zechen;  Liu, Yuanduo;  Wu, Xiangjun;  Tian, Jie;  Hui, Hui
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Magnetic particle imaging deblurring with dual contrastive learning and adversarial framework 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 卷号: 165, 页码: 11
Authors:  Zhang, Jiaxin;  Wei, Zechen;  Wu, Xiangjun;  Shang, Yaxin;  Tian, Jie;  Hui, Hui
Adobe PDF(6341Kb)  |  Favorite  |  View/Download:190/16  |  Submit date:2023/11/16
Magnetic particle imaging  Deblurring  Unpaired data  Contrastive learning  Adversarial framework  
Anisotropic edge-preserving network for resolution enhancement in unidirectional Cartesian magnetic particle imaging 期刊论文
Physics in Medicine & Biology, 2023, 卷号: 68, 期号: 4
Authors:  Shang,Yaxin;  Liu,Jie;  Liu,Yanjun;  Zhang,Bo;  Wu,Xiangjun;  Zhang,Liwen;  Tong,Wei;  Hui,Hui;  Tian,Jie
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deep learning  magnetic particle imaging  point spread function  superparamagnetic iron oxide nanoparticles  unidirectional Cartesian  
PGNet: Projection generative network for sparse-view reconstruction of projection-based magnetic particle imaging 期刊论文
MEDICAL PHYSICS, 2022, 页码: 18
Authors:  Wu, Xiangjun;  He, Bingxi;  Gao, Pengli;  Zhang, Peng;  Shang, Yaxin;  Zhang, Liwen;  Zhong, Jing;  Jiang, Jingying;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:246/0  |  Submit date:2022/11/21
deep learning  field-free line  magnetic particle imaging  sparse view  
Deep learning for improving the spatial resolution of magnetic particle imaging 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2022, 卷号: 67, 期号: 12, 页码: 14
Authors:  Shang, Yaxin;  Liu, Jie;  Zhang, Liwen;  Wu, Xiangjun;  Zhang, Peng;  Yin, Lin;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:280/0  |  Submit date:2022/07/25
deep learning  magnetic particle imaging  spatial resolution  superparamagnetic iron oxide nanoparticles  
Elimination of stripe artifacts in light sheet fluorescence microscopy using an attention-based residual neural network 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 3, 页码: 1292-1311
Authors:  Wei, Zechen;  Wu, Xiangjun;  Tong, Wei;  Zhang, Suhui;  Yang, Xin;  Tian, Jie;  Hui, Hui
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Structure attention co-training neural network for neovascularization segmentation in intravascular optical coherence tomography 期刊论文
MEDICAL PHYSICS, 2022, 页码: 16
Authors:  Wu, Xiangjun;  Zhang, Yingqian;  Zhang, Peng;  Hui, Hui;  Jing, Jing;  Tian, Feng;  Jiang, Jingying;  Yang, Xin;  Chen, Yundai;  Tian, Jie
Favorite  |  View/Download:236/0  |  Submit date:2022/03/17
co-training  IVOCT  neovascularization segmentation  structural attention mechanism  
Exploring the predictive value of additional peritumoral regions based on deep learning and radiomics: A multicenter study 期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
Authors:  Wu, Xiangjun;  Dong, Di;  Zhang, Lu;  Fang, Mengjie;  Zhu, Yongbei;  He, Bingxi;  Ye, Zhaoxiang;  Zhang, Minming;  Zhang, Shuixing;  Tian, Jie
Adobe PDF(3862Kb)  |  Favorite  |  View/Download:737/373  |  Submit date:2021/05/06
deep learning  peritumor  radiomics